Datasets:
Search is not available for this dataset
image sequence | head uint8 0 1 | vacuole uint8 0 1 | acrosome uint8 0 1 |
|---|---|---|---|
[
[
129,
130,
132,
131,
131,
130,
131,
130,
130,
131,
131,
130,
131,
130,
132,
131,
131,
132,
131,
131,
129,
130,
130,
130,
130,
131,
130,
130,
130,
131,
131,
131,
129,
132,
133,... | 1 | 1 | 1 |
[
[
135,
136,
137,
137,
137,
140,
140,
141,
140,
140,
141,
142,
140,
138,
135,
131,
128,
124,
120,
118,
115,
111,
114,
116,
119,
121,
125,
129,
132,
135,
138,
140,
139,
139,
139,... | 0 | 0 | 0 |
[
[
123,
122,
122,
121,
122,
122,
122,
123,
122,
123,
123,
122,
122,
123,
123,
122,
122,
122,
122,
121,
121,
121,
121,
121,
123,
123,
124,
122,
122,
123,
123,
122,
123,
124,
125,... | 1 | 1 | 1 |
[
[
129,
129,
128,
128,
129,
130,
128,
129,
129,
128,
129,
129,
128,
126,
129,
126,
125,
125,
126,
125,
126,
127,
127,
128,
130,
130,
129,
127,
126,
126,
128,
125,
126,
130,
129,... | 1 | 0 | 1 |
[
[
124,
123,
124,
124,
123,
124,
124,
124,
124,
123,
124,
124,
125,
124,
124,
125,
126,
124,
124,
124,
124,
123,
123,
125,
124,
124,
124,
124,
123,
123,
123,
124,
124,
123,
123,... | 0 | 0 | 0 |
[
[
137,
136,
135,
137,
139,
138,
138,
138,
139,
141,
140,
138,
139,
141,
140,
140,
140,
139,
139,
137,
137,
132,
128,
126,
126,
123,
121,
123,
123,
121,
125,
127,
131,
132,
134,... | 0 | 0 | 0 |
[
[
117,
116,
118,
120,
121,
124,
127,
130,
130,
130,
130,
129,
126,
122,
119,
118,
117,
120,
121,
117,
116,
118,
117,
119,
120,
121,
120,
119,
120,
121,
120,
118,
118,
119,
122,... | 1 | 0 | 1 |
[
[
127,
126,
126,
127,
127,
126,
126,
128,
131,
129,
127,
130,
130,
128,
127,
128,
129,
128,
128,
127,
126,
127,
127,
128,
129,
129,
131,
132,
130,
129,
129,
129,
128,
125,
124,... | 0 | 0 | 0 |
[
[
135,
135,
135,
135,
136,
136,
136,
135,
134,
134,
134,
135,
135,
134,
133,
132,
132,
133,
134,
135,
137,
137,
137,
138,
139,
140,
141,
142,
145,
145,
144,
142,
141,
138,
132,... | 0 | 0 | 0 |
[
[
128,
127,
126,
125,
125,
128,
127,
126,
125,
125,
126,
127,
128,
128,
128,
128,
127,
126,
126,
126,
126,
127,
127,
127,
127,
127,
127,
127,
127,
129,
129,
129,
129,
128,
128,... | 0 | 0 | 0 |
[
[
125,
126,
125,
125,
125,
124,
124,
124,
124,
125,
125,
124,
124,
125,
125,
125,
125,
125,
125,
125,
122,
123,
125,
124,
125,
126,
123,
125,
126,
126,
126,
126,
126,
126,
126,... | 0 | 0 | 0 |
[
[
124,
124,
125,
123,
124,
124,
123,
122,
122,
123,
124,
125,
124,
122,
119,
119,
119,
118,
116,
115,
114,
115,
114,
116,
117,
120,
121,
124,
128,
128,
128,
130,
131,
130,
131,... | 0 | 0 | 0 |
End of preview. Expand in Data Studio
MHSMA: The Modified Human Sperm Morphology Analysis Dataset
The MHSMA dataset is a collection of human sperm images from 235 patients with male factor infertility. Each image is labeled by experts for normal or abnormal sperm acrosome, head, vacuole, and tail.
Source
Make sure to visit the Github page.
@article{javadi2019novel,
title={A novel deep learning method for automatic assessment of human sperm images},
author={Javadi, Soroush and Mirroshandel, Seyed Abolghasem},
journal={Computers in Biology and Medicine},
volume={109},
pages={182--194},
year={2019},
doi={10.1016/j.compbiomed.2019.04.030}
}
- Downloads last month
- 5